diff --git a/paper/paper.pdf b/paper/paper.pdf
index 1995b6a98204a67dbd2a5ed1789115a67dd58cb1..307afa38f78808a5c9927a792ad412e610d8e709 100644
Binary files a/paper/paper.pdf and b/paper/paper.pdf differ
diff --git a/paper/paper.tex b/paper/paper.tex
index 5fa8b012196b649b206b87937aed995ccac43c47..22ca68bd09c1a7decb5e4c7ec639283b0d1f7406 100644
--- a/paper/paper.tex
+++ b/paper/paper.tex
@@ -6,11 +6,11 @@
 
 
 % ready for submission
-\usepackage{neurips_2022}
+% \usepackage{neurips_2022}
 
 % to compile a preprint version, e.g., for submission to arXiv, add add the
 % [preprint] option:
-%     \usepackage[preprint]{neurips_2022}
+\usepackage[preprint]{neurips_2022}
 
 
 % to compile a camera-ready version, add the [final] option, e.g.: